projects

A management + analytics platform for community-hosted Battlefield servers, built by reverse-engineering EA's protocols. Used by 100+ admins; backing APIs serve 50k+ players.

A Claude skill that retroactively generates MADR architectural decision records from git history and annotates code with inline @ADR tags - so coding agents know why a codebase looks the way it does.

ResNet + U-Net hybrid for real-time emotion detection, optimised with TensorRT for video. Highest accuracy on FER2013 in the cohort.

Behavioural experiment comparing CNN-based similarity predictions to human similarity judgments. Won Best Research Award at SnT Council, IIT Kanpur.

A FastAPI + React media server I built because nothing off-the-shelf streamed my video collection the way I wanted. Hover previews, scrub-bar previews, on-demand HLS - all lazy, all cached, all snappy.